K-means to visualize industry and occupation of jobs from the US Bureau of Labor Statistics (2015 - 2020)

Package versions: tidyverse, tidytuesdayR, broom, plotly

## [1] '1.3.0'

## [1] '1.0.1'

## [1] '0.7.2'

## [1] '4.9.2.1'

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##  Downloading file 1 of 2: `earn.csv`
##  Downloading file 2 of 2: `employed.csv`

Data provided from TidyTuesday week 9 on 2021-02-23: https://github.com/rfordatascience/tidytuesday/blob/master/data/2021/2021-02-23/readme.md

Data are from the US Bureau of Labor Statistics 2015 - 2020 https://www.bls.gov/careeroutlook/2018/article/blacks-in-the-labor-force.htm https://www.bls.gov/cps/tables.htm#charemp_m

Julia Silge’s k-means tutorial was used to run analysis: https://juliasilge.com/blog/kmeans-employment/

plotly interactive plots (data were centered and log scale transformed to aid visualization)